An adaptive-focus deformable model using statistical and geometric information

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 22, Issue 8, 2000, Pages 906-913

  Shen, Dinggang ^a   Davatzikos, Christos ^a  

^a JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Active contour; Adaptive focus deformable model; Snake; Statistical shape models

Indexed keywords

MATHEMATICAL MODELS; STATISTICAL METHODS; VECTORS;

ACTIVE CONTOUR; ADAPTIVE FOCUS DEFORMABLE MODEL; STATISTICAL SHAPE MODELS;

COMPUTER VISION;

EID: 0034245277     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.868689     Document Type: Article

References (15)

1. A.K. Jain, Y. Zhong, and S. Lakshamanan, "Object Matching Using Deformable Templates," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 18, no. 3, pp. 267-278, Mar. 1996.
2. T. Mclnerney and D. Terzopoulos, "Deformable Models in Medical Image Analysis: A Survey," Medical Image Analysis, vol. 1, no. 2, pp. 91-108, 1996.
3. C. Davatzikos, "Spatial Transformation and Registration of Brain Images Using Elastically Deformable Models," Computer Vision and Image Understanding, vol. 66, no. 2, pp. 207-222, May 1997.
4. K.F. Lai and R.T. Chin, "Deformable Contour: Modeling and Extraction," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 17, no. 11, pp. 1,084-1,090, Nov. 1995.
5. M. Miller, A. Banerjee, G. Christensen, S. Joshi, N. Khaneja, U. Grenander, and L. Matejic, "Statistical Methods in Computational Anatomy," Statistical Methods in Medical Research, vol. 6, pp. 267-299, 1997.
6. T.F. Cootes, D. Cooper, C.J. Taylor, and J. Graham, "Active Shape Models-Their Training and Application," Computer Vision and Image Understanding, vol. 61, no. 1, pp. 38-59, Jan. 1995.
7. C. Kervrann and F. Heitz, "A Hierarchical Markov Modeling Approach for the Segmentation and Tracking of Deformable Shapes," Graphical Models and Image Processing, vol. 60, no. 3, pp. 173-195, May 1998.
8. G. Szekely, A. Kelemen, C. Brechbuhler, and G. Gerig, "Segmentation of 2-D and 3-D Objects from MRI Volume Data Using Constrained Elastic Deformations of Flexible Fourier Contour and Surface Models," Medical Image Analysis, vol. 1, no. 1, pp. 19-34, 1996.
9. L.H. Staib and J.S. Duncan, "Boundary Finding with Parametrically Deformable Models," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 11, pp. 1,061-1,075, Nov. 1992.
10. Y. Wang and L.H. Staib, "Boundary Finding with Correspondence Using Statistical Shape Models," Proc. IEEE ConJ. Computer Vision and Pattern Recognition, pp. 338-345, June 1998.
11. H.H.S. Ip and Dinggang Shen, "An Affine-Invariant Active Contour Model (AI-Snake) for Model-Based Segmentation," Image and Vision Computing, vol. 16, no. 2, pp. 135-146, 1998.
12. D.J. Williams and M. Shah, "A Fast Algorithm for Active Contours and Curvature Estimation," Computer Vision, Graphics, and Image Processing, vol. 55, pp. 14-26, 1992.
13. Y.F. Wang and J.F. Wang, "Surface Reconstruction Using Deformable Models with Interior and Boundary Constraints," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 5, pp. 572-579, May 1992.
14. L. Yin and A. Basu, "Integrating Active Face Tracking with Model Based Coding," Pattern Recognition Letters, vol. 20, no. 6, pp. 651-657, 1999.
15. M. Kass, A. Witkin, and D. Terzopoulos, "Snakes: Active Contour Models," Int'l ]. Computer Vision, vol. 1, pp. 321-331, 1988.